18 citations · 31 across the 5 of their papers we have counts for
5 papers
Aligning Molecular Graph Explanations with Chemical Identity via InChIfied Invariants
Emanuele Guidotti, Sara Puglioli
Obtaining consistent explanations for machine learning on molecular graphs requires predictions and attributions to be aligned with chemical identity. However, chemically equivalen…
The Invisible Handshake: Persistent Overpricing by Adaptive Market Agents
Luigi Foscari, Emanuele Guidotti, Nicolò Cesa-Bianchi +2
We study overpricing in a repeated game between two representative agents: a market maker, who controls market liquidity, and a market taker, who chooses trade quantities. Market p…
An Explainable Probabilistic Classifier for Categorical Data Inspired to Quantum Physics
Emanuele Guidotti, Alfio Ferrara
This paper presents Sparse Tensor Classifier (STC), a supervised classification algorithm for categorical data inspired by the notion of superposition of states in quantum physics.…
calculus: High Dimensional Numerical and Symbolic Calculus in R
Emanuele Guidotti
The R package calculus implements C++ optimized functions for numerical and symbolic calculus, such as the Einstein summing convention, fast computation of the Levi-Civita symbol a…
Are official confirmed cases and fatalities counts good enough to study the COVID-19 pandemic dynamics? A critical assessment through the case of Italy
Krzysztof Bartoszek, Emanuele Guidotti, Stefano Maria Iacus +1
As the COVID-19 outbreak is developing the two most frequently reported statistics seem to be the raw confirmed case and case fatalities counts. Focusing on Italy, one of the harde…